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0.510.50.490.480.470.520.530.540.550.4901920.490192base value0.4896460.489646fOutput 0(inputs)0.0 Ġprinciples , Ġand Ġtechniques Ġthat Ġemploy Ġwidely Ġaccepted Ġstandards Ġto Ġguide Ġmoral Ġconduct Ġin Ġthe Ġdevelopment Ġand Ġuse Ġof Ġa i Ġsystems . 0.0 Ġeth ically Ġand Ġsafely Ġthis Ġguidance Ġis Ġpart 0.0 Ġa i Ġethics Ġis Ġa Ġset Ġof Ġvalues , 0.0 Ġand Ġthe Ġgovernment Ġdigital 0.0 Ġa Ġhigh - level Ġoverview Ġof Ġthe Ġethical 0.0 Ġthis Ġsection Ġintroduces Ġa i Ġethics Ġand Ġprovides 0.0 Ġan Ġa i Ġproject . 0.0 Ġbuilding Ġblocks Ġneeded Ġfor Ġthe Ġresponsible Ġdelivery Ġof 0.0 Ġservice Ġ( g ds ) 0.0 under stand Ġhow Ġto Ġuse Ġartificial Ġintelligence 0.0 Ġthe Ġmain Ġways Ġa i Ġsystems Ġcan Ġcause 0.0 Ġinvoluntary Ġharm Ġare : Ġthe Ġfield Ġof Ġa 0.0 Ġthe Ġneed Ġto Ġaddress Ġthe Ġindividual Ġand Ġsocietal Ġharms Ġa i Ġsystems Ġmight Ġcause . 0.0 i Ġproject Ġis Ġpositive Ġand Ġdoes Ġnot Ġunintentionally Ġharm Ġthose Ġaffected Ġby Ġit , 0.0 Ġto Ġmake Ġsure Ġthe Ġimpact Ġof Ġyour Ġa 0.0 Ġand Ġtechniques Ġneeded Ġto Ġproduce Ġethical , 0.0 Ġyou Ġshould Ġuse Ġthe Ġexpertise Ġand Ġactive Ġcooperation Ġof Ġall Ġyour Ġteam Ġmembers Ġto Ġaddress Ġthem . 0.0 Ġprinciples , 0.0 Ġthe Ġfield Ġof Ġa i Ġethics Ġemerged Ġfrom 0.0 Ġthe Ġal an Ġt uring Ġinstitute Ġcalls Ġthese Ġthe Ġ' fast Ġtrack Ġprinciples ': Ġcarefully Ġreviewing Ġthe Ġfast Ġtrack Ġprinciples Ġhelps Ġyou : Ġif Ġyour Ġa i Ġsystem Ġprocesses Ġsocial Ġor Ġdemographic Ġdata , Ġyou Ġshould Ġdesign Ġit Ġto Ġmeet Ġa Ġminimum Ġlevel Ġof Ġdiscriminatory Ġnon - harm . Ġto Ġdo Ġthis Ġyou Ġshould : Ġyou Ġshould Ġdesign Ġyour Ġa i Ġsystem Ġto Ġbe Ġfully Ġanswer able Ġand Ġaud itable . Ġto Ġdo Ġthis Ġyou Ġshould : Ġthe Ġtechnical Ġsustainability Ġof Ġthese Ġsystems Ġultimately Ġdepends Ġon Ġtheir Ġsafety , Ġincluding Ġtheir Ġaccuracy , Ġreliability , Ġsecurity , Ġand Ġrobust ness . Ġyou Ġshould Ġmake Ġsure Ġdesigners Ġand Ġusers Ġremain Ġaware Ġof : Ġdesigners Ġand Ġimplement ers Ġof Ġa i Ġsystems Ġshould Ġbe Ġable Ġto : Ġto Ġassess Ġthese Ġcriteria Ġin Ġdepth , you Ġshould Ġconsult Ġthe Ġal an Ġt uring Ġinstitute 's Ġguidance Ġon Ġa i Ġethics Ġand Ġsafety . Ġthe Ġfinal Ġmethod Ġto Ġmake Ġsure Ġyou Ġuse Ġa i Ġeth ically , Ġfairly , Ġand Ġsafely Ġis Ġbuilding Ġa Ġprocess - based Ġgovernance Ġframework . Ġthe Ġal an Ġt uring Ġinstitute Ġcalls Ġit Ġa Ġ' p bg Ġframework '. Ġits Ġprimary Ġpurpose Ġis Ġto Ġintegrate Ġthe Ġsum Ġvalues Ġand Ġthe Ġfast Ġtrack Ġprinciples Ġacross Ġthe Ġimplementation Ġof Ġa i Ġwithin Ġa Ġservice . Ġbuilding Ġa Ġgood Ġp bg Ġframework Ġfor Ġyour Ġa i Ġproject Ġwill Ġprovide Ġyour Ġteam Ġwith Ġan Ġoverview Ġof : Ġyou Ġmay Ġfind Ġit Ġuseful Ġto consider Ġfurther Ġguidance Ġon Ġall ocating Ġresponsibility Ġand Ġgovernance Ġfor Ġa i Ġprojects . 0.0 Ġthe Ġal an Ġt uring Ġinstitute Ġcalls Ġthese Ġ' the Ġsum Ġvalues ': Ġthese Ġvalues : Ġyou Ġcan Ġread Ġfurther Ġguidance Ġon Ġsum Ġvalues Ġint he Ġal an Ġt uring Ġinstitute 's Ġcomprehensive Ġguidance Ġon Ġa i Ġethics Ġand Ġsafety . Ġwhile Ġthe Ġsum Ġvalues Ġcan Ġhelp Ġyou Ġconsider Ġthe Ġethical Ġper miss ibility Ġof Ġyour Ġa i Ġproject , Ġthey Ġare Ġnot Ġspecifically Ġc atered Ġto Ġthe Ġparticular ities Ġof Ġdesigning , Ġdeveloping , Ġand Ġimplementing Ġan Ġa i Ġsystem . Ġa i Ġsystems Ġincreasingly Ġperform Ġtasks Ġpreviously Ġdone Ġby Ġhumans . Ġfor Ġexample , Ġa i Ġsystems Ġcan Ġscreen Ġc vs Ġas Ġpart Ġof Ġa Ġrecruitment Ġprocess . Ġhowever , Ġunlike Ġhuman Ġrecruit ers , Ġyou Ġcannot Ġhold Ġan Ġa i Ġsystem Ġdirectly Ġresponsible Ġor Ġaccountable Ġfor Ġdenying Ġapplicants Ġa Ġjob . Ġthis Ġlack Ġof Ġaccountability Ġof Ġthe Ġa i Ġsystem Ġitself Ġcreates Ġa Ġneed Ġfor Ġa Ġset Ġof Ġaction able Ġprinciples Ġtailored Ġto Ġthe Ġdesign Ġand Ġuse Ġof Ġa i Ġsystems . 0.0 Ġto Ġbuild Ġand Ġmaintain Ġa Ġculture Ġof Ġresponsibility Ġyou Ġand Ġyour Ġteam Ġshould Ġpriorit ise Ġ4 Ġgoals Ġas Ġyou Ġdesign , Ġdevelop , Ġand Ġdeploy Ġyour Ġa i Ġproject . Ġin Ġparticular , Ġyou Ġshould Ġmake Ġsure Ġyour Ġa i Ġproject Ġis : Ġpriorit ising Ġthese Ġgoals Ġwill Ġhelp Ġbuild Ġa Ġculture Ġof Ġresponsible Ġinnovation . Ġto Ġmake Ġsure Ġthey Ġare Ġfully Ġincorporated Ġinto Ġyour Ġproject Ġyou Ġshould Ġestablish Ġa Ġgovernance Ġarchitecture Ġconsisting Ġof Ġa : Ġyou Ġshould Ġunderstand Ġthe Ġframework Ġof Ġethical Ġvalues Ġwhich Ġsupport , Ġunder write , Ġand Ġmotivate Ġthe Ġresponsible Ġdesign Ġand Ġuse Ġof Ġa i . 0.0 , 0.0 Ġfair 0.0 . 0.0 Ġculture 0.0 Ġa 0.0 i 0.0 Ġto 0.0 Ġlife 0.0 Ġand 0.0 , 0.0 Ġof 0.0 Ġresponsible 0.0 Ġinnovation 0.0 Ġthis 0.0 Ġinvolves 0.0 Ġbuilding 0.0 Ġa 0.0 Ġsafe 0.0 Ġthe 0.0 Ġvalues 0.0 Ġand 0.0 Ġarchitecture 0.0 Ġgovernance 0.0 Ġa 0.0 Ġas 0.0 Ġwell 0.0 Ġas 0.0 Ġbring 0.0 Ġto 0.0 Ġof 0.0 Ġethical 0.0 Ġprinciples -0.001 Ġthe Ġguidance Ġsummar ised Ġin Ġthis Ġchapter Ġand Ġpresented Ġat Ġlength Ġint he Ġal an Ġt uring Ġinstitute 's Ġfurther Ġguidance Ġon Ġa i Ġethics Ġand Ġsafety is Ġas Ġcomprehensive Ġas Ġpossible . -0.0 Ġyou Ġand Ġyour Ġteam Ġshould Ġformulate Ġgovernance Ġprocedures Ġand Ġprotocols Ġfor Ġeach Ġproject Ġusing Ġa i , Ġfollowing Ġa Ġcareful Ġevaluation Ġof Ġsocial Ġand Ġethical Ġimpacts . Ġyou Ġshould Ġestablish Ġethical Ġbuilding Ġblocks Ġfor Ġthe Ġresponsible Ġdelivery Ġof Ġyour Ġa i Ġproject . -0.0 Ġa i Ġhas Ġthe Ġpotential Ġto Ġmake Ġa Ġsubstantial Ġimpact Ġfor Ġindividuals , Ġcommunities , Ġand Ġsociety . -0.0 Ġpartnership Ġwith Ġthe Ġal an Ġt uring Ġinstitute 's public Ġpolicy Ġprogramme . -0.0 Ġan Ġa i Ġmodel Ġwhich Ġfilters Ġout Ġspam Ġemails , Ġfor Ġexample , Ġwill Ġpresent Ġfewer Ġethical Ġchallenges Ġthan Ġone Ġwhich Ġidentifies Ġvulnerable Ġchildren . -0.0 Ġthe Ġdata Ġethics Ġframework Ġis Ġa Ġtool Ġthat Ġshould Ġbe Ġused Ġin Ġany Ġproject . -0.0 Ġthis Ġguidance Ġis Ġfor Ġeveryone Ġinvolved Ġin Ġthe Ġdesign , -0.0 Ġthe Ġoffice Ġfor Ġartificial Ġintelligence Ġ( o ai ) -0.0 Ġhave Ġproduced Ġthe Ġfollowing Ġchapter 's Ġguidance Ġin -0.0 Ġin Ġthe Ġpublic Ġsector . -0.0 Ġsupplement Ġthe data Ġethics Ġframework . -0.0 Ġthe Ġfollowing Ġguidance Ġis Ġdesigned Ġto Ġcomplement Ġand -0.0 i Ġethics Ġmit ig ates Ġthese Ġharms Ġby Ġproviding Ġproject Ġteams Ġwith Ġthe Ġvalues , -0.0 Ġthis Ġchapter Ġis Ġa Ġsummary Ġof the Ġal an Ġt uring Ġinstitute 's Ġdetailed Ġguidance , -0.0 Ġand Ġreaders Ġshould Ġrefer Ġto Ġthe Ġfull Ġguidance Ġwhen Ġimplementing Ġthese Ġrecommendations . -0.0 Ġthese Ġharms Ġrarely Ġarise Ġas Ġa Ġresult Ġof -0.0 Ġa Ġdeliberate Ġchoice Ġ- Ġmost Ġa i Ġdevelopers -0.0 Ġfair , Ġand Ġsafe Ġa i Ġapplications . -0.0 Ġdo Ġnot Ġwant Ġto Ġbuild Ġbiased Ġor Ġdiscriminatory -0.0 Ġabout using Ġartificial Ġintelligence Ġ( ai ) -0.0 Ġapplications Ġor Ġapplications Ġwhich Ġinvade Ġusers ' Ġprivacy . -0.0 Ġhowever , Ġnot Ġall Ġissues Ġdiscussed Ġwill Ġapply Ġequally Ġto Ġeach Ġproject Ġusing Ġa i . -0.0 Ġproduction , Ġand Ġdeployment Ġof Ġan Ġa i Ġproject Ġsuch -0.0 Ġof Ġa Ġwider Ġcollection -0.0 Ġas : Ġethical Ġconsiderations Ġwill Ġarise Ġat Ġevery Ġstage Ġof Ġyour Ġa i Ġproject . -0.0 Ġyou Ġand Ġyour Ġteam Ġshould Ġmake Ġconsiderations Ġof Ġa i Ġethics Ġand Ġsafety Ġa Ġhigh Ġpriority .
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under stand Ġhow Ġto Ġuse Ġartificial Ġintelligence
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Ġeth ically Ġand Ġsafely Ġthis Ġguidance Ġis Ġpart
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Ġof Ġa Ġwider Ġcollection
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Ġabout using Ġartificial Ġintelligence Ġ( ai )
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Ġin Ġthe Ġpublic Ġsector .
-0.0 / 9
Ġthe Ġoffice Ġfor Ġartificial Ġintelligence Ġ( o ai )
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Ġand Ġthe Ġgovernment Ġdigital
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Ġservice Ġ( g ds )
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Ġhave Ġproduced Ġthe Ġfollowing Ġchapter 's Ġguidance Ġin
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Ġpartnership Ġwith Ġthe Ġal an Ġt uring Ġinstitute 's public Ġpolicy Ġprogramme .
-0.0 / 16
Ġthis Ġchapter Ġis Ġa Ġsummary Ġof the Ġal an Ġt uring Ġinstitute 's Ġdetailed Ġguidance ,
-0.0 / 13
Ġand Ġreaders Ġshould Ġrefer Ġto Ġthe Ġfull Ġguidance Ġwhen Ġimplementing Ġthese Ġrecommendations .
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Ġa i Ġhas Ġthe Ġpotential Ġto Ġmake Ġa Ġsubstantial Ġimpact Ġfor Ġindividuals , Ġcommunities , Ġand Ġsociety .
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Ġto Ġmake Ġsure Ġthe Ġimpact Ġof Ġyour Ġa
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i Ġproject Ġis Ġpositive Ġand Ġdoes Ġnot Ġunintentionally Ġharm Ġthose Ġaffected Ġby Ġit ,
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Ġyou Ġand Ġyour Ġteam Ġshould Ġmake Ġconsiderations Ġof Ġa i Ġethics Ġand Ġsafety Ġa Ġhigh Ġpriority .
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Ġthis Ġsection Ġintroduces Ġa i Ġethics Ġand Ġprovides
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Ġa Ġhigh - level Ġoverview Ġof Ġthe Ġethical
0.0 / 8
Ġbuilding Ġblocks Ġneeded Ġfor Ġthe Ġresponsible Ġdelivery Ġof
0.0 / 5
Ġan Ġa i Ġproject .
-0.0 / 8
Ġthe Ġfollowing Ġguidance Ġis Ġdesigned Ġto Ġcomplement Ġand
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Ġsupplement Ġthe data Ġethics Ġframework .
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Ġthe Ġdata Ġethics Ġframework Ġis Ġa Ġtool Ġthat Ġshould Ġbe Ġused Ġin Ġany Ġproject .
-0.0 / 10
Ġthis Ġguidance Ġis Ġfor Ġeveryone Ġinvolved Ġin Ġthe Ġdesign ,
-0.0 / 10
Ġproduction , Ġand Ġdeployment Ġof Ġan Ġa i Ġproject Ġsuch
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Ġas : Ġethical Ġconsiderations Ġwill Ġarise Ġat Ġevery Ġstage Ġof Ġyour Ġa i Ġproject .
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Ġyou Ġshould Ġuse Ġthe Ġexpertise Ġand Ġactive Ġcooperation Ġof Ġall Ġyour Ġteam Ġmembers Ġto Ġaddress Ġthem .
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Ġa i Ġethics Ġis Ġa Ġset Ġof Ġvalues ,
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Ġprinciples , Ġand Ġtechniques Ġthat Ġemploy Ġwidely Ġaccepted Ġstandards Ġto Ġguide Ġmoral Ġconduct Ġin Ġthe Ġdevelopment Ġand Ġuse Ġof Ġa i Ġsystems .
0.0 / 8
Ġthe Ġfield Ġof Ġa i Ġethics Ġemerged Ġfrom
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Ġthe Ġneed Ġto Ġaddress Ġthe Ġindividual Ġand Ġsocietal Ġharms Ġa i Ġsystems Ġmight Ġcause .
-0.0 / 8
Ġthese Ġharms Ġrarely Ġarise Ġas Ġa Ġresult Ġof
-0.0 / 8
Ġa Ġdeliberate Ġchoice Ġ- Ġmost Ġa i Ġdevelopers
-0.0 / 8
Ġdo Ġnot Ġwant Ġto Ġbuild Ġbiased Ġor Ġdiscriminatory
-0.0 / 9
Ġapplications Ġor Ġapplications Ġwhich Ġinvade Ġusers ' Ġprivacy .
0.0 / 8
Ġthe Ġmain Ġways Ġa i Ġsystems Ġcan Ġcause
0.0 / 8
Ġinvoluntary Ġharm Ġare : Ġthe Ġfield Ġof Ġa
-0.0 / 15
i Ġethics Ġmit ig ates Ġthese Ġharms Ġby Ġproviding Ġproject Ġteams Ġwith Ġthe Ġvalues ,
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Ġprinciples ,
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Ġand Ġtechniques Ġneeded Ġto Ġproduce Ġethical ,
-0.0 / 8
Ġfair , Ġand Ġsafe Ġa i Ġapplications .
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Ġthe Ġguidance Ġsummar ised Ġin Ġthis Ġchapter Ġand Ġpresented Ġat Ġlength Ġint he Ġal an Ġt uring Ġinstitute 's Ġfurther Ġguidance Ġon Ġa i Ġethics Ġand Ġsafety is Ġas Ġcomprehensive Ġas Ġpossible .
-0.0 / 16
Ġhowever , Ġnot Ġall Ġissues Ġdiscussed Ġwill Ġapply Ġequally Ġto Ġeach Ġproject Ġusing Ġa i .
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Ġan Ġa i Ġmodel Ġwhich Ġfilters Ġout Ġspam Ġemails , Ġfor Ġexample , Ġwill Ġpresent Ġfewer Ġethical Ġchallenges Ġthan Ġone Ġwhich Ġidentifies Ġvulnerable Ġchildren .
-0.0 / 43
Ġyou Ġand Ġyour Ġteam Ġshould Ġformulate Ġgovernance Ġprocedures Ġand Ġprotocols Ġfor Ġeach Ġproject Ġusing Ġa i , Ġfollowing Ġa Ġcareful Ġevaluation Ġof Ġsocial Ġand Ġethical Ġimpacts . Ġyou Ġshould Ġestablish Ġethical Ġbuilding Ġblocks Ġfor Ġthe Ġresponsible Ġdelivery Ġof Ġyour Ġa i Ġproject .
0.0
Ġthis
0.0
Ġinvolves
0.0
Ġbuilding
0.0
Ġa
0.0
Ġculture
0.0
Ġof
0.0
Ġresponsible
0.0
Ġinnovation
0.0
Ġas
0.0
Ġwell
0.0
Ġas
0.0
Ġa
0.0
Ġgovernance
0.0
Ġarchitecture
0.0
Ġto
0.0
Ġbring
0.0
Ġthe
0.0
Ġvalues
0.0
Ġand
0.0
Ġprinciples
0.0
Ġof
0.0
Ġethical
0.0
,
0.0
Ġfair
0.0
,
0.0
Ġand
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Ġsafe
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Ġa
0.0
i
0.0
Ġto
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Ġlife
0.0
.
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Ġto Ġbuild Ġand Ġmaintain Ġa Ġculture Ġof Ġresponsibility Ġyou Ġand Ġyour Ġteam Ġshould Ġpriorit ise Ġ4 Ġgoals Ġas Ġyou Ġdesign , Ġdevelop , Ġand Ġdeploy Ġyour Ġa i Ġproject . Ġin Ġparticular , Ġyou Ġshould Ġmake Ġsure Ġyour Ġa i Ġproject Ġis : Ġpriorit ising Ġthese Ġgoals Ġwill Ġhelp Ġbuild Ġa Ġculture Ġof Ġresponsible Ġinnovation . Ġto Ġmake Ġsure Ġthey Ġare Ġfully Ġincorporated Ġinto Ġyour Ġproject Ġyou Ġshould Ġestablish Ġa Ġgovernance Ġarchitecture Ġconsisting Ġof Ġa : Ġyou Ġshould Ġunderstand Ġthe Ġframework Ġof Ġethical Ġvalues Ġwhich Ġsupport , Ġunder write , Ġand Ġmotivate Ġthe Ġresponsible Ġdesign Ġand Ġuse Ġof Ġa i .
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Ġthe Ġal an Ġt uring Ġinstitute Ġcalls Ġthese Ġ' the Ġsum Ġvalues ': Ġthese Ġvalues : Ġyou Ġcan Ġread Ġfurther Ġguidance Ġon Ġsum Ġvalues Ġint he Ġal an Ġt uring Ġinstitute 's Ġcomprehensive Ġguidance Ġon Ġa i Ġethics Ġand Ġsafety . Ġwhile Ġthe Ġsum Ġvalues Ġcan Ġhelp Ġyou Ġconsider Ġthe Ġethical Ġper miss ibility Ġof Ġyour Ġa i Ġproject , Ġthey Ġare Ġnot Ġspecifically Ġc atered Ġto Ġthe Ġparticular ities Ġof Ġdesigning , Ġdeveloping , Ġand Ġimplementing Ġan Ġa i Ġsystem . Ġa i Ġsystems Ġincreasingly Ġperform Ġtasks Ġpreviously Ġdone Ġby Ġhumans . Ġfor Ġexample , Ġa i Ġsystems Ġcan Ġscreen Ġc vs Ġas Ġpart Ġof Ġa Ġrecruitment Ġprocess . Ġhowever , Ġunlike Ġhuman Ġrecruit ers , Ġyou Ġcannot Ġhold Ġan Ġa i Ġsystem Ġdirectly Ġresponsible Ġor Ġaccountable Ġfor Ġdenying Ġapplicants Ġa Ġjob . Ġthis Ġlack Ġof Ġaccountability Ġof Ġthe Ġa i Ġsystem Ġitself Ġcreates Ġa Ġneed Ġfor Ġa Ġset Ġof Ġaction able Ġprinciples Ġtailored Ġto Ġthe Ġdesign Ġand Ġuse Ġof Ġa i Ġsystems .
0.0 / 255
Ġthe Ġal an Ġt uring Ġinstitute Ġcalls Ġthese Ġthe Ġ' fast Ġtrack Ġprinciples ': Ġcarefully Ġreviewing Ġthe Ġfast Ġtrack Ġprinciples Ġhelps Ġyou : Ġif Ġyour Ġa i Ġsystem Ġprocesses Ġsocial Ġor Ġdemographic Ġdata , Ġyou Ġshould Ġdesign Ġit Ġto Ġmeet Ġa Ġminimum Ġlevel Ġof Ġdiscriminatory Ġnon - harm . Ġto Ġdo Ġthis Ġyou Ġshould : Ġyou Ġshould Ġdesign Ġyour Ġa i Ġsystem Ġto Ġbe Ġfully Ġanswer able Ġand Ġaud itable . Ġto Ġdo Ġthis Ġyou Ġshould : Ġthe Ġtechnical Ġsustainability Ġof Ġthese Ġsystems Ġultimately Ġdepends Ġon Ġtheir Ġsafety , Ġincluding Ġtheir Ġaccuracy , Ġreliability , Ġsecurity , Ġand Ġrobust ness . Ġyou Ġshould Ġmake Ġsure Ġdesigners Ġand Ġusers Ġremain Ġaware Ġof : Ġdesigners Ġand Ġimplement ers Ġof Ġa i Ġsystems Ġshould Ġbe Ġable Ġto : Ġto Ġassess Ġthese Ġcriteria Ġin Ġdepth , you Ġshould Ġconsult Ġthe Ġal an Ġt uring Ġinstitute 's Ġguidance Ġon Ġa i Ġethics Ġand Ġsafety . Ġthe Ġfinal Ġmethod Ġto Ġmake Ġsure Ġyou Ġuse Ġa i Ġeth ically , Ġfairly , Ġand Ġsafely Ġis Ġbuilding Ġa Ġprocess - based Ġgovernance Ġframework . Ġthe Ġal an Ġt uring Ġinstitute Ġcalls Ġit Ġa Ġ' p bg Ġframework '. Ġits Ġprimary Ġpurpose Ġis Ġto Ġintegrate Ġthe Ġsum Ġvalues Ġand Ġthe Ġfast Ġtrack Ġprinciples Ġacross Ġthe Ġimplementation Ġof Ġa i Ġwithin Ġa Ġservice . Ġbuilding Ġa Ġgood Ġp bg Ġframework Ġfor Ġyour Ġa i Ġproject Ġwill Ġprovide Ġyour Ġteam Ġwith Ġan Ġoverview Ġof : Ġyou Ġmay Ġfind Ġit Ġuseful Ġto consider Ġfurther Ġguidance Ġon Ġall ocating Ġresponsibility Ġand Ġgovernance Ġfor Ġa i Ġprojects .